⚡ Single-pass algorithms for statistics
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Updated
May 21, 2024 - Julia
⚡ Single-pass algorithms for statistics
If you can measure it, consider it predicted
Online Maximum Independent Set of Hyperrectangles
Efficient Sequential and Batch Estimation of Univariate and Bivariate Probability Density Functions and Cumulative Distribution Functions along with Quantiles (Univariate) and Nonparametric Correlation (Bivariate)
A simple accumulator inspired from boost::accumulator
An online statistics library, written in Go
A new data structure for accurate on-line accumulation of rank-based statistics such as quantiles and trimmed means
Python micropackage with an online algorithm for mean, variance, and covariance
Weighted version of OnlineStats.jl
⚡ Lightning fast density estimation in Julia ⚡
Profile. Generate data profiles in the browser (work in progress)
[Patterns 2023] Tracking Online Low-Rank Approximations of Higher-Order Incomplete Streaming Tensors. In Patterns (Cell Press) 2023.
Implementation of online algorithms for Pickup and Delivery problems
B-digest is a Go library for fast and memory-efficient estimation of quantiles with guaranteed relative error and full mergeability
Storm-based online algorithms
Sequential Monte Carlo algorithm for approximation of posterior distributions.
Solving algorithms on N queens problem
Updating Singular Value Decomposition (SVD) for rank-1 perturbed matrix.
A broad collection of online algorithms (a.k.a streaming algorithms) implemented in R.
Streaming, Memory-Limited, r-truncated SVD Revisited!
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